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Effects of Higher Education on Green Eco-Efficiency and Its Optimization Path: Case Study of China

Author

Listed:
  • Yue Xu

    (School of Management, China University of Mining and Technology-Beijing, Beijing 100083, China)

  • Zihao Xu

    (School of Management, China University of Mining and Technology-Beijing, Beijing 100083, China)

  • Dayu Zhai

    (School of International Development and Cooperation, University of International Business and Economics, Beijing 100029, China)

  • Yanyu Li

    (School of International Development and Cooperation, University of International Business and Economics, Beijing 100029, China)

Abstract

Based on the annual panel data of 30 provinces in China, this paper evaluates the green eco-efficiency of each province via factor decomposition and analyzes the impact of higher education on green eco-efficiency using the two-way fixed effect model, considering economic development, urban scale, industrial structure, foreign investment and government regulation as control factors. The results show that the penetration of higher education has a significant positive impact on green eco-efficiency. Heterogeneity analysis suggests that the positive impact of undergraduate and postgraduate education is significant, and this impact increases with the increasing levels of education; however, the influence of junior college education is not significant. Higher education in eastern China significantly affects green eco-efficiency in a positive manner, while the relationship between the two is not significant in the central and western regions. The test of mediating effects further shows that technological innovation has a partial mediating effect, while environmental attention does not show a mediating effect in the influencing path of higher education on green eco-efficiency. Accordingly, this paper proposes certain implications regarding green-related courses, transformation from consciousness to practice, and incorporation of green education in higher education systems.

Suggested Citation

  • Yue Xu & Zihao Xu & Dayu Zhai & Yanyu Li, 2023. "Effects of Higher Education on Green Eco-Efficiency and Its Optimization Path: Case Study of China," Sustainability, MDPI, vol. 15(18), pages 1-19, September.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13428-:d:1235231
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    References listed on IDEAS

    as
    1. Guo, Jie & Sun, Zixu, 2023. "How does manufacturing agglomeration affect high-quality economic development in China?," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 673-691.
    2. Theocharis Kromydas, 2017. "Rethinking higher education and its relationship with social inequalities: past knowledge, present state and future potential," Palgrave Communications, Palgrave Macmillan, vol. 3(1), pages 1-12, December.
    3. Kruss, Glenda & McGrath, Simon & Petersen, Il-haam & Gastrow, Michael, 2015. "Higher education and economic development: The importance of building technological capabilities," International Journal of Educational Development, Elsevier, vol. 43(C), pages 22-31.
    4. Haiying Xu & Wei-Ling Hsu & Teen-Hang Meen & Ju Hua Zhu, 2020. "Can Higher Education, Economic Growth and Innovation Ability Improve Each Other?," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    5. Dong, Xianjing & Zhang, Xiaojuan & Zhang, Congcong & Bi, Chunyu, 2023. "Building sustainability education for green recovery in the energy resource sector: A cross country analysis," Resources Policy, Elsevier, vol. 81(C).
    6. McMahon, Walter W., 2018. "The total return to higher education: Is there underinvestment for economic growth and development?," The Quarterly Review of Economics and Finance, Elsevier, vol. 70(C), pages 90-111.
    7. Janzen, Katrin & Panitz, Robert & Glückler, Johannes, 2022. "Education premium and the compound impact of universities on their regional economy," Research Policy, Elsevier, vol. 51(1).
    8. Lenkei, Balint & Mustafa, Ghulam & Vecchi, Michela, 2018. "Growth in emerging economies: Is there a role for education?," Economic Modelling, Elsevier, vol. 73(C), pages 240-253.
    9. Zhang, Yi & Kumar, Sanjay & Huang, Xianhai & Yuan, Yiming, 2023. "Human capital quality and the regional economic growth: Evidence from China," Journal of Asian Economics, Elsevier, vol. 86(C).
    10. Besime Fekri Ziberi & Donat Rexha & Xhemazie Ibraimi & Besnik Avdiaj, 2022. "Empirical Analysis of the Impact of Education on Economic Growth," Economies, MDPI, vol. 10(4), pages 1-10, April.
    11. Bertoletti, Alice & Berbegal-Mirabent, Jasmina & Agasisti, Tommaso, 2022. "Higher education systems and regional economic development in Europe: A combined approach using econometric and machine learning methods," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
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